Dataset Description

Present_Tmax - Maximum air temperature between 0 and 21 h on the present day (Â°C): 20 to 37.6
Present_Tmin - Minimum air temperature between 0 and 21 h on the present day (Â°C): 11.3 to 29.9
LDAPS_RHmin - LDAPS model forecast of next-day minimum relative humidity (%): 19.8 to 98.5
LDAPS_RHmax - LDAPS model forecast of next-day maximum relative humidity (%): 58.9 to 100
LDAPS_Tmax_lapse - LDAPS model forecast of next-day maximum air temperature applied lapse rate (Â°C): 17.6 to 38.5
LDAPS_Tmin_lapse - LDAPS model forecast of next-day minimum air temperature applied lapse rate (Â°C): 14.3 to 29.6
LDAPS_WS - LDAPS model forecast of next-day average wind speed (m/s): 2.9 to 21.9
LDAPS_LH - LDAPS model forecast of next-day average latent heat flux (W/m2): -13.6 to 213.4
LDAPS_CC1 - LDAPS model forecast of next-day 1st 6-hour split average cloud cover (0-5 h) (%): 0 to 0.97
LDAPS_CC2 - LDAPS model forecast of next-day 2nd 6-hour split average cloud cover (6-11 h) (%): 0 to 0.97
LDAPS_CC3 - LDAPS model forecast of next-day 3rd 6-hour split average cloud cover (12-17 h) (%): 0 to 0.98
LDAPS_CC4 - LDAPS model forecast of next-day 4th 6-hour split average cloud cover (18-23 h) (%): 0 to 0.97
LDAPS_PPT1 - LDAPS model forecast of next-day 1st 6-hour split average precipitation (0-5 h) (%): 0 to 23.7
LDAPS_PPT2 - LDAPS model forecast of next-day 2nd 6-hour split average precipitation (6-11 h) (%): 0 to 21.6
LDAPS_PPT3 - LDAPS model forecast of next-day 3rd 6-hour split average precipitation (12-17 h) (%): 0 to 15.8
LDAPS_PPT4 - LDAPS model forecast of next-day 4th 6-hour split average precipitation (18-23 h) (%): 0 to 16.7
lat - Latitude (Â°): 37.456 to 37.645
lon - Longitude (Â°): 126.826 to 127.135
DEM - Elevation (m): 12.4 to 212.3
Slope - Slope (Â°): 0.1 to 5.2
Solar radiation - Daily incoming solar radiation (wh/m2): 4329.5 to 5992.9
Next_Tmax - The next-day maximum air temperature (Â°C): 17.4 to 38.9

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

Next_Tmax

12

5

16

3

2

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548 Etc.

Note that the header name should be ‘cost’ else it will throw an evaluation error.

Notebook Submission

Steps to follow to submit your notebook:

Data Sprint 105 - Extreme-Weather Temperature Prediction

Challenge Starts

Registration Ends

Challenge Ends